| Learning Support and Trivial Prototypes for Interpretable Image Classification | Jan 8, 2023 | Explainable Artificial Intelligence (XAI)image-classification | CodeCode Available | 1 |
| Local Universal Explainer (LUX) -- a rule-based explainer with factual, counterfactual and visual explanations | Oct 23, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks | Apr 16, 2021 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment | Jan 16, 2024 | Concept AlignmentExplainable artificial intelligence | CodeCode Available | 1 |
| Causality-Aware Local Interpretable Model-Agnostic Explanations | Dec 10, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| ContrXT: Generating Contrastive Explanations from any Text Classifier | Dec 11, 2021 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| A Fresh Look at Sanity Checks for Saliency Maps | May 3, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning | Sep 10, 2020 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| BASED-XAI: Breaking Ablation Studies Down for Explainable Artificial Intelligence | Jul 12, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition | Aug 22, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Automatic Extraction of Linguistic Description from Fuzzy Rule Base | Apr 3, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| In-Context Explainers: Harnessing LLMs for Explaining Black Box Models | Oct 9, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy Sensors | Feb 3, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations | Dec 5, 2020 | Explainable Artificial Intelligence (XAI)model | CodeCode Available | 1 |
| ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing | May 16, 2023 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 |
| Calibrated Explanations for Regression | Aug 30, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| Calibrated Explanations: with Uncertainty Information and Counterfactuals | May 3, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Collision Probability Distribution Estimation via Temporal Difference Learning | Jul 29, 2024 | AI AgentAutonomous Driving | CodeCode Available | 1 |
| Deep-BIAS: Detecting Structural Bias using Explainable AI | Apr 4, 2023 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| How Much Can I Trust You? -- Quantifying Uncertainties in Explaining Neural Networks | Jun 16, 2020 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Deletion and Insertion Tests in Regression Models | May 25, 2022 | Additive modelsExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark | Jun 8, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Synthetic Benchmarks for Scientific Research in Explainable Machine Learning | Jun 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
